liu.seSearch for publications in DiVA
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Customizing Pareto Simulated Annealing for Multi-objective Optimization of Control Cabinet Layout
Linnaeus Univ, Sweden.
Linköping University, Department of Computer and Information Science, Software and Systems. Linköping University, Faculty of Science & Engineering.
Cracow Univ Technol, Poland.
2019 (English)In: 2019 22ND INTERNATIONAL CONFERENCE ON CONTROL SYSTEMS AND COMPUTER SCIENCE (CSCS), IEEE Computer Society, 2019, p. 78-85Conference paper, Published paper (Refereed)
Abstract [en]

Determining the optimal location of control cabinet components requires the exploration of a large configuration space. For real-world control cabinets it is impractical to evaluate all possible cabinet configurations. Therefore, we need to apply methods for intelligent exploration of cabinet configuration space that enable to find a near-optimal configuration without evaluation of all possible configurations. In this paper, we describe an approach for multi-objective optimization of control cabinet layout that is based on Pareto Simulated Annealing. Optimization aims at minimizing the total wire length used for interconnection of components and the heat convection within the cabinet. We simulate heat convection to study the warm air flow within the control cabinet and determine the optimal position of components that generate heat during the operation. We evaluate and demonstrate the effectiveness of our approach empirically for various control cabinet sizes and usage scenarios.

Place, publisher, year, edition, pages
IEEE Computer Society, 2019. p. 78-85
Series
International Conference on Control Systems and Computer Science CSCS, ISSN 2379-0474
Keywords [en]
Control cabinet assembly; Pareto Simulated Annealing (PSA); Simulated Annealing (SA); multi-objective optimization
National Category
Robotics and automation
Identifiers
URN: urn:nbn:se:liu:diva-161637DOI: 10.1109/CSCS.2019.00021ISI: 000491270300014Scopus ID: 2-s2.0-85069165353ISBN: 978-1-7281-2331-8 (electronic)OAI: oai:DiVA.org:liu-161637DiVA, id: diva2:1367864
Conference
22nd International Conference on Control Systems and Computer Science (CSCS), Bucharest, Romania, May 28-30, 2019
Note

Funding Agencies|Swedish Knowledge Foundation [20150088]

Available from: 2019-11-05 Created: 2019-11-05 Last updated: 2025-02-09Bibliographically approved

Open Access in DiVA

No full text in DiVA

Other links

Publisher's full textScopus

Authority records

Memeti, Suejb

Search in DiVA

By author/editor
Memeti, Suejb
By organisation
Software and SystemsFaculty of Science & Engineering
Robotics and automation

Search outside of DiVA

GoogleGoogle Scholar

doi
isbn
urn-nbn

Altmetric score

doi
isbn
urn-nbn
Total: 37 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf